Machine-generated text detection on Entertainment Llama-3-70B-Instruct (test)
1AUCLearn-to-Distance
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Learn-to-DistanceEvaluation Protocol=Cross-fitting2026.01 | 1 | 0.092 | 100 | |
| ImBDEvaluation Protocol=Cross-fitting2026.01 | 0.999 | — | — | |
| FDGPTEvaluation Protocol=Cross-fitting2026.01 | 0.979 | — | — | |
| BinocularsEvaluation Protocol=Cross-fitting2026.01 | 0.978 | — | — | |
| BARTScoreEvaluation Protocol=Cross-fitting2026.01 | 0.94 | — | — | |
| LikelihoodEvaluation Protocol=Cross-fitting2026.01 | 0.933 | — | — | |
| RADAREvaluation Protocol=Cross-fitting2026.01 | 0.862 | — | — | |
| LRREvaluation Protocol=Cross-fitting2026.01 | 0.815 | — | — | |
| RoBERTaEvaluation Protocol=Cross-fitting2026.01 | 0.802 | — | — | |
| RAIDAREvaluation Protocol=Cross-fitting2026.01 | 0.629 | — | — | |
| ADGPTEvaluation Protocol=Cross-fitting2026.01 | 0.59 | — | — | |
| IDEEvaluation Protocol=Cross-fitting2026.01 | 0.587 | — | — |